Reasoning

Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 Directional Optimism for Safe Linear Bandits AISTATS 2024 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NeurIPS 2024 Do Efficient Transformers Really Save Computation? ICML 2024 Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning NeurIPS 2024 Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners? ICML 2024 Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024 Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024 Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis EMNLP 2024 Don’t Be Pessimistic Too Early: Look K Steps Ahead! AISTATS 2024 Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling NeurIPS 2024 Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition ACL 2024 DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models CoRL 2024 DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning ICML 2024 Dynamic Knowledge Injection for AIXI Agents AAAI 2024 DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024 E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning AAAI 2024 Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision NeurIPS 2024 EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning EMNLP 2024 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024 Embodied Human Activity Recognition WACV 2024 Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024 Encoding Constraints as Binary Constraint Networks Satisfying BTP AAAI 2024